CIO Business Intelligence

DECEMBER 19, 2023

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows. This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

Smart Data Collective

DECEMBER 19, 2023

AI is playing a huge role in the future of software development. We covered some of the important aspects of it in this article. Developing AI programs can be a very complicated task.

Software 115

Software IT 115

CIO Business Intelligence

DECEMBER 18, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax For all the deserved enthusiasm about the potential of generative AI, “ ChatGPT is not your AI strategy ” remains sound advice. That said, it’s still worthwhile to think about how to use large language model (LLM)-powered tools like ChatGPT in more strategic ways. New research from Microsoft on use of its Copilot AI assistant points to ways that everyone—from the most junior individual contributor to the CEO—can lean in to doing so in any

Strategy 132

Strategy IT Uncertainty Machine Learning 132

Analytics Vidhya

DECEMBER 21, 2023

Introduction Missing data is a common challenge in machine learning and data analysis. Handling it is crucial in data preprocessing for building accurate and reliable models. It can lead to biased results and inaccurate predictions if not correctly addressed. Scikit Learn is a savior if you face these issues very often. Sklearn impute is a […] The post Sklearn Impute for Effective Missing Data Handling in Machine Learning appeared first on Analytics Vidhya.

Machine Learning 306

Machine Learning Modeling Analytics IT 306

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Optimization

KDnuggets

DECEMBER 19, 2023

Soon AI will become embedded into daily business processes, including cybersecurity controls. The author explains how to assess which processes make sense to automate.

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AWS Big Data

DECEMBER 20, 2023

AWS Glue is a serverless data integration service that makes it easier to discover, prepare, and combine data for analytics, machine learning (ML), and application development. You can use AWS Glue to create, run, and monitor data integration and ETL (extract, transform, and load) pipelines and catalog your assets across multiple data stores. One of the most common questions we get from customers is how to effectively optimize costs on AWS Glue.

Cost-Benefit 119

Cost-Benefit Optimization Big Data Data Integration 119

Analytics Vidhya

DECEMBER 21, 2023

Introduction In the world of data processing and analysis, the way information is presented can be just as crucial as the data itself. Python’s Tabulate library serves as a powerful tool for creating visually appealing and well-formatted tables. This comprehensive guide will walk you through everything you need to know to master Tabulate and effectively […] The post Comprehensive Guide to Python’s Tabulate Library appeared first on Analytics Vidhya.

Visualization 347

Visualization Data Processing Analytics 347

KDnuggets

DECEMBER 22, 2023

Learn how to integrate advanced AI multimodal models into your project using a simple Python API.

Modeling 156

Modeling 156

Smart Data Collective

DECEMBER 16, 2023

The rise of artificial intelligence or AI in the past decades has resulted in collective anxiety worldwide. The common apprehension is that there will be a massive loss of jobs as robots and computers eventually replace employees.

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CIO Business Intelligence

DECEMBER 22, 2023

After marked increase in cloud adoption through the pandemic, enterprises are facing new challenges, namely around the security, maintenance, and management of cloud infrastructure. To tackle that, businesses are turning their budgets toward the cloud, with two out of every three IT decision-makers planning to increase cloud budgets in 2024, and nearly a third (31%) reporting that 31% of their IT budget is earmarked for cloud computing, according to the 2023 Cloud Computing Study from CIO.com pa

Consulting 130

Consulting Business Objectives Software Optimization 130

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Analytics Vidhya

DECEMBER 16, 2023

Introduction Once a realm of static content, ChatGPT is undergoing a revolutionary transformation with the infusion of ChatGPT plugins. These plugins act as virtual keys, unlocking uncharted territories in digital storytelling and reshaping user engagement. In this guide, we’ll embark on a journey exploring the seamless integration of ChatGPT plugins into the blogging world, uncovering […] The post Guide to Safely Transforming Interactions with ChatGPT Plugins appeared first on Analy

Interactive 343

Interactive Analytics 343

KDnuggets

DECEMBER 18, 2023

Looking for a great course to learn Artificial Intelligence with Python? Check out this free course from Harvard University.

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Smart Data Collective

DECEMBER 19, 2023

We have talked extensively about a lot of the changes that big data has brought to the financial industry. Earlier this year, we covered a post on some of the biggest benefits of using financial analytics to streamline financial processes. Another major benefit of big data is that it can help with investment planning.

Big Data 113

Big Data Analytics IT Finance 113

CIO Business Intelligence

DECEMBER 20, 2023

THE BOOM OF GENERATIVE AI Digital transformation is the bleeding edge of business resilience. For years, it was underpinned by the adoption of cloud and the modernisation of the IT platform. As transformation is an ongoing process, enterprises look to innovations and cutting-edge technologies to fuel further growth and open more opportunities. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape.

Digital Transformation 128

Digital Transformation Testing Software Cost-Benefit 128

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Data-driven

Analytics Vidhya

DECEMBER 22, 2023

Introduction Google Gemini, a revolutionary tool in the tech landscape, has been making waves in the data science field. This article aims to provide an in-depth analysis of Google Gemini, its features, usage, and integration with artificial intelligence (AI). What is Google Gemini? Google Gemini is a powerful tool that streamlines data analysis and visualization. […] The post What is Google Gemini?

Visualization 337

Visualization Data Science Analytics IT 337

KDnuggets

DECEMBER 22, 2023

Here are our top posts of 2023, including: 5 Free Books to Master Data Science • 5 Free Courses to Master Machine Learning • 3 Ways to Access GPT-4 for Free • and much more!

Machine Learning 149

Machine Learning Data Science 149

Smart Data Collective

DECEMBER 17, 2023

Analytics technology has seriously disrupted the manufacturing industry over the last decade. According to Mordor Intelligence, the market for analytics in manufacturing will be worth $19.5 billion by 2028. There are a number of ways that analytics has helped manufacturing companies improve their bottom line.

Manufacturing 113

Manufacturing Analytics Forecasting Analytics Technologies 113

CIO Business Intelligence

DECEMBER 17, 2023

Contact centers are foundational to customer experience, but a lot of businesses get stuck during the haze of the holiday season. Customers call in droves (it’s not uncommon to see call volumes increase by as much as 41% between Thanksgiving and Cyber Monday alone), all expecting smooth and satisfying service regardless of how many others are behind them in the queue.

Management 128

Management Cost-Benefit Interactive Optimization 128

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

Analytics Vidhya

DECEMBER 20, 2023

OpenAI, the renowned artificial intelligence research organization, has recently announced the adoption of its new preparedness framework. This comprehensive strategy mainly aims to measure and forecast potential risks associated with AI development. Meanwhile, it also emphasizes OpenAI’s commitment to halt deployment and development if safety mitigations fall behind.

Forecasting 337

Forecasting Measurement Strategy Risk 337

KDnuggets

DECEMBER 21, 2023

LLM is a powerful model that could improve our text analysis. With Scikit-LLM, we could integrate the LLM easily into our ML pipeline.

Modeling 149

Modeling 149

Smart Data Collective

DECEMBER 17, 2023

Cloud technology has been a godsend for companies in almost every sector. Therefore, it should not be particularly surprising that a growing number of companies are investing in cloud-based tools to improve scalability and boost profits.

Software 112

Software Technology IT 112

CIO Business Intelligence

DECEMBER 20, 2023

Most enterprises are committed to a digital strategy and looking for ways to improve the productivity of their workforce. At the same time, developers are scarce, and the demand for new software is high. This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner. “Organizations need to get the most out of the limited number of developers they’ve got,” he says.

Measurement 124

Measurement Software IT Metrics 124

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Reporting

Analytics Vidhya

DECEMBER 22, 2023

Introduction Sentiment analysis is a powerful technique used to determine the emotional tone behind a series of texts, such as social media posts, customer reviews, or news articles. By analyzing the sentiment expressed in these texts, businesses and organizations can gain valuable insights into public opinion, customer satisfaction, and brand perception.

Analytics 335

Analytics Deep Learning Machine Learning Data Science 335

KDnuggets

DECEMBER 20, 2023

We will learn a simple way to install and use Llama 2 without setting up Python or any program. Just download the files and run a command in PowerShell.

Modeling 149

Modeling 149

AWS Big Data

DECEMBER 21, 2023

As the volume and complexity of analytics workloads continue to grow, customers are looking for more efficient and cost-effective ways to ingest and analyse data. Data is stored from online systems such as the databases, CRMs, and marketing systems to data stores such as data lakes on Amazon Simple Storage Service (Amazon S3), data warehouses in Amazon Redshift , and purpose-built stores such as Amazon OpenSearch Service , Amazon Neptune , and Amazon Timestream.

Analytics 111

Analytics IT Data Lake Visualization 111

CIO Business Intelligence

DECEMBER 20, 2023

Achieving and maintaining any sense of Zen requires a commitment to keeping everything in balance. Too much of any one thing inevitably creates levels of friction that, over time, become unsustainable. Within a DevOps context, the current manifestation of Zen is organizations embracing platform engineering methodologies that enable them to standardize around a common set of tools and practices, all while empowering – without burdening – their developers.

Software 122

Software Optimization Management IT 122

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Analytics Vidhya

DECEMBER 22, 2023

Introduction Quantum computing represents a colossal leap forward in processing power, leveraging the role of quantum mechanics to perform complex calculations at unprecedented speeds. This cutting-edge technology can potentially revolutionize various fields, including artificial intelligence (AI). By offering vast computational resources and the ability to solve intricate optimization problems, quantum computing could enable AI systems […] The post The Role of Quantum Computing in Advanci

Optimization 328

Optimization Technology Analytics Machine Learning 328

KDnuggets

DECEMBER 19, 2023

There are many data-learning materials locked up behind expensive books. These cheap books would bolster your skills without blowing up your savings.

Data Science 149

Data Science 149

Smart Data Collective

DECEMBER 17, 2023

New technology has always transformed aspects of our lives, but perhaps none has more potential to bring change than artificial intelligence (AI) and machine learning (ML). While the latest developments are watched with excitement by some and trepidation by others, engineers must look at how best to use them.

Machine Learning 111

Machine Learning Software Technology 111

CIO Business Intelligence

DECEMBER 18, 2023

Over the summer, I wrote a column about how CIOs are worried about the informal rise of generative AI in the enterprise. That column may have been the understatement of the year. Since then, many CIOs I’ve spoken with have grappled with enterprise data security and privacy issues around AI usage in their companies. A primary fear is that employees, partners, and organizational stakeholders might share everything from private data to source code into public large language models (LLMs), expose pr

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Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven